Where to put Laboratories

Semantic Annotation Gap: Where to put Responsibility?

The dynamic growth of multimedia production and multimedia enabling devices increase a need for a way that can store, manage, access and share the multimedia data. The explosion of digital media content is driving the need for more effective solutions for annotation, managing and effective searching large repositories of video to fulfill the demand of viewers. Of all media types only the video ...

Where to put the Image in an Image Caption Generator

When a neural language model is used for caption generation, the image information can be fed to the neural network either by directly incorporating it in a recurrent neural network – conditioning the language model by injecting image features – or in a layer following the recurrent neural network – conditioning the language model by merging the image features. While merging implies that visual...

Stochastic Tree Search: Where to Put the Randomness?

In this short note, I argue against two commonlyheld biases. The first is that stochastic search is applicable only to improvement search over complete solutions. On the contrary, many problems have effective greedy heuristics for constructing solutions, making a tree-structured search space more appropriate. The second is that stochastic tree search algorithms should explore the same space of ...

Put your money where your mouth is.

Competitive bidding: where do clinical laboratories stand?